Techniques that interrogate DNA methylation, histone modifications or chromatin conformations are enabling unprecedented analyses of epigenomes, including at the single-cell level. The articles in this series discuss insights into chromatin biology and the components and mechanisms of diverse epigenetic processes in health and disease, from fundamental roles in gene regulation to broader biological phenomena such…
Mysterious ‘Jumping Gene’
The Mysterious ‘Jumping Gene’ That Appears 500,000 Times in Human DNA https://www.theatlantic.com/science/archive/2018/06/line1-jumping-gene/563354/ Shared from my Google feed
Dataclass in py37
realpython.com/python-data-classes/
Neural Ordinary Differential Equations
https://arxiv.org/abs/1806.07366 paper abstract: “We introduce a new family of deep neural network models. Instead of specifying a discrete sequence of hidden layers, we parameterize the derivative of the hidden state using a neural network. The output of the network is computed using a blackbox differential equation solver. These continuous-depth models have constant memory cost, adapt…
New quantum probability rule offers novel perspective of wave function collapse
iopscience.iop.org/article/10.1088/1367-2630/aabe12/meta
A differetiable Dynamic Programming
Differentiable Dynamic Programming for Structured Prediction and Attention
AI researchers allege that machine learning is alchemy
We need ideas from physics to shed light on the future AI or to be more accurate machine learning research. http://www.sciencemag.org/news/2018/05/ai-researchers-allege-machine-learning-alchemy
Python meta class explained
realpython.com/python-metaclasses/
